Author

Shiyou Chen

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Open access Aug 2026

Spatially Discrete Aluminum Nanoclusters for Controllable and Damage‐Free Doping of 2D Semiconductors

The integration of two‐dimensional (2D) semiconductors into large‐scale digital circuits demands precise, localized, and damage‐free doping to achieve threshold voltage (VTH) matching—a critical challenge for existing technologies. Here, we present a non‑destructive and precisely controllable n‑type doping strategy bas...

Zhe-Jia Zhang, Jingjie Zhou, Xiao-Chen Zhang et al. · Advanced Functional Material... · 0 citations

Aug 2026

Ferroelectric-Enhanced Ultrafast Nonvolatile Floating-Gate Memory.

Floating-gate memory, as one of the most widely used nonvolatile memories for practical deployments, plays a significant role in modern electronics. However, its inherent speed limitations make it challenging to keep pace with the explosive growth of data generation and the evolving demands of innovative hardware appli...

Zheng Zhang, Kang Wang, Jianguo Dong et al. · Nano letters (Print) · 0 citations

Preprint Aug 2026

Predicting large-supercell defect formation energies from machine-learning charge density models trained on small supercells

First-principles defect calculations are often limited by the cost of the large supercells required to suppress image interactions. Machine-learning interatomic potentials (MLIPs) provide another alternative, but training defect MLIPs typically requires thousands of structures and weeks of data generation. Since charge...

Junjie Zhou, Meng Huang, Shiyou Chen · 0 citations